| Number of Variables | 12 |
|---|---|
| Number of Rows | 32 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 5.0 KB |
| Average Row Size in Memory | 160.9 B |
| Variable Types |
|
| drat and wt have similar distributions | Similar Distribution |
|---|---|
| hp is skewed | Skewed |
| drat is skewed | Skewed |
| wt is skewed | Skewed |
| cyl has constant length 1 | Constant Length |
| vs has constant length 1 | Constant Length |
| am has constant length 1 | Constant Length |
| gear has constant length 1 | Constant Length |
| carb has constant length 1 | Constant Length |
| Unnamed: 0 has all distinct values | Unique |
categorical
| Approximate Distinct Count | 32 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 2.4 KB |
| Mean | 11.9062 |
|---|---|
| Standard Deviation | 3.2064 |
| Median | 11 |
| Minimum | 7 |
| Maximum | 19 |
| 1st row | Mazda RX4 |
|---|---|
| 2nd row | Mazda RX4 Wag |
| 3rd row | Datsun 710 |
| 4th row | Hornet 4 Drive |
| 5th row | Hornet Sportabout |
| Count | 301 |
|---|---|
| Lowercase Letter | 234 |
| Space Separator | 34 |
| Uppercase Letter | 67 |
| Dash Punctuation | 2 |
| Decimal Number | 44 |
numerical
| Approximate Distinct Count | 25 |
|---|---|
| Approximate Unique (%) | 78.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 512.0 B |
| Mean | 20.0906 |
| Minimum | 10.4 |
| Maximum | 33.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 10.4 |
|---|---|
| 5-th Percentile | 11.995 |
| Q1 | 15.425 |
| Median | 19.2 |
| Q3 | 22.8 |
| 95-th Percentile | 31.3 |
| Maximum | 33.9 |
| Range | 23.5 |
| IQR | 7.375 |
| Mean | 20.0906 |
|---|---|
| Standard Deviation | 6.0269 |
| Variance | 36.3241 |
| Sum | 642.9 |
| Skewness | 0.6404 |
| Kurtosis | -0.2005 |
| Coefficient of Variation | 0.3 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 9.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 2.1 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 6 |
|---|---|
| 2nd row | 6 |
| 3rd row | 4 |
| 4th row | 6 |
| 5th row | 8 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 32 |
numerical
| Approximate Distinct Count | 27 |
|---|---|
| Approximate Unique (%) | 84.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 512.0 B |
| Mean | 230.7219 |
| Minimum | 71.1 |
| Maximum | 472 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 71.1 |
|---|---|
| 5-th Percentile | 77.35 |
| Q1 | 120.825 |
| Median | 196.3 |
| Q3 | 326 |
| 95-th Percentile | 449 |
| Maximum | 472 |
| Range | 400.9 |
| IQR | 205.175 |
| Mean | 230.7219 |
|---|---|
| Standard Deviation | 123.9387 |
| Variance | 15360.7998 |
| Sum | 7383.1 |
| Skewness | 0.4003 |
| Kurtosis | -1.0897 |
| Coefficient of Variation | 0.5372 |
numerical
| Approximate Distinct Count | 22 |
|---|---|
| Approximate Unique (%) | 68.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 512.0 B |
| Mean | 146.6875 |
| Minimum | 52 |
| Maximum | 335 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 52 |
|---|---|
| 5-th Percentile | 63.65 |
| Q1 | 96.5 |
| Median | 123 |
| Q3 | 180 |
| 95-th Percentile | 253.55 |
| Maximum | 335 |
| Range | 283 |
| IQR | 83.5 |
| Mean | 146.6875 |
|---|---|
| Standard Deviation | 68.5629 |
| Variance | 4700.8669 |
| Sum | 4694 |
| Skewness | 0.7614 |
| Kurtosis | 0.05223 |
| Coefficient of Variation | 0.4674 |
numerical
| Approximate Distinct Count | 22 |
|---|---|
| Approximate Unique (%) | 68.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 512.0 B |
| Mean | 3.5966 |
| Minimum | 2.76 |
| Maximum | 4.93 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 2.76 |
|---|---|
| 5-th Percentile | 2.8535 |
| Q1 | 3.08 |
| Median | 3.695 |
| Q3 | 3.92 |
| 95-th Percentile | 4.3145 |
| Maximum | 4.93 |
| Range | 2.17 |
| IQR | 0.84 |
| Mean | 3.5966 |
|---|---|
| Standard Deviation | 0.5347 |
| Variance | 0.2859 |
| Sum | 115.09 |
| Skewness | 0.2789 |
| Kurtosis | -0.5649 |
| Coefficient of Variation | 0.1487 |
numerical
| Approximate Distinct Count | 29 |
|---|---|
| Approximate Unique (%) | 90.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 512.0 B |
| Mean | 3.2173 |
| Minimum | 1.513 |
| Maximum | 5.424 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1.513 |
|---|---|
| 5-th Percentile | 1.736 |
| Q1 | 2.5812 |
| Median | 3.325 |
| Q3 | 3.61 |
| 95-th Percentile | 5.2927 |
| Maximum | 5.424 |
| Range | 3.911 |
| IQR | 1.0288 |
| Mean | 3.2173 |
|---|---|
| Standard Deviation | 0.9785 |
| Variance | 0.9574 |
| Sum | 102.952 |
| Skewness | 0.4438 |
| Kurtosis | 0.1725 |
| Coefficient of Variation | 0.3041 |
numerical
| Approximate Distinct Count | 30 |
|---|---|
| Approximate Unique (%) | 93.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 512.0 B |
| Mean | 17.8488 |
| Minimum | 14.5 |
| Maximum | 22.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 14.5 |
|---|---|
| 5-th Percentile | 15.0455 |
| Q1 | 16.8925 |
| Median | 17.71 |
| Q3 | 18.9 |
| 95-th Percentile | 20.1045 |
| Maximum | 22.9 |
| Range | 8.4 |
| IQR | 2.0075 |
| Mean | 17.8488 |
|---|---|
| Standard Deviation | 1.7869 |
| Variance | 3.1932 |
| Sum | 571.16 |
| Skewness | 0.387 |
| Kurtosis | 0.5538 |
| Coefficient of Variation | 0.1001 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 6.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 2.1 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 32 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 6.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 2.1 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 32 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 9.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 2.1 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 4 |
|---|---|
| 2nd row | 4 |
| 3rd row | 4 |
| 4th row | 3 |
| 5th row | 3 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 32 |
categorical
| Approximate Distinct Count | 6 |
|---|---|
| Approximate Unique (%) | 18.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 2.1 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 4 |
|---|---|
| 2nd row | 4 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 2 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 32 |